| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.033 | 1.203 |
|
Retracted Output
|
0.577 | 0.459 |
|
Institutional Self-Citation
|
-0.525 | 0.030 |
|
Discontinued Journals Output
|
-0.339 | 0.237 |
|
Hyperauthored Output
|
-0.007 | 0.337 |
|
Leadership Impact Gap
|
-0.202 | 0.343 |
|
Hyperprolific Authors
|
-0.749 | 0.882 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
0.287 | 0.186 |
The Cyprus University of Technology presents a balanced and resilient scientific integrity profile, with an overall risk score of -0.015, indicating performance that is well-aligned with expected standards. The institution demonstrates notable strengths in maintaining low-risk levels for institutional self-citation, hyper-authorship, and reliance on external leadership for impact, effectively mitigating systemic risks prevalent at the national level. Furthermore, its exemplary management of publication channels is evident in its very low rates of output in discontinued or institutional journals. Areas requiring strategic attention include a medium-risk exposure to multiple affiliations, retracted output, and redundant publications, where the university's rates are slightly elevated compared to the national average. These findings are contextualized by the university's strong academic standing, as evidenced by SCImago Institutions Rankings data, which places it among the top national institutions in key areas such as Agricultural and Biological Sciences, Arts and Humanities, Biochemistry, and Social Sciences. The identified risks, particularly those related to retractions and redundant output, could challenge the university's mission to produce and disseminate "high-quality" scientific knowledge. Addressing these vulnerabilities is crucial to ensure that its operational practices fully reflect its commitment to excellence and social contribution. By reinforcing its pre-publication quality controls and authorship guidelines, the Cyprus University of Technology can further solidify its reputation as a leading catalyst for societal and scientific advancement.
The institution's Z-score for this indicator is 0.033, while the national average is 1.203. Although both the university and the country operate within a medium-risk framework for this practice, the institution demonstrates significantly more moderate activity than the national trend. This suggests a differentiated management approach, where the university successfully moderates a risk that appears more common or pronounced in the wider Cypriot academic environment. While multiple affiliations can be a legitimate outcome of collaboration, the university's contained rate indicates a healthier balance, reducing the potential for strategic "affiliation shopping" aimed at artificially inflating institutional credit.
With a Z-score of 0.577, the university's rate of retractions is slightly above the national average of 0.459, placing both in the medium-risk category. This indicates a higher exposure to the factors that can lead to publication withdrawal. A rate significantly higher than the global average alerts to a vulnerability in the institution's integrity culture. This suggests that quality control mechanisms prior to publication may be facing challenges, potentially indicating recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to safeguard its scientific reputation.
The university exhibits a low-risk Z-score of -0.525, demonstrating strong institutional resilience when compared to the country's medium-risk average of 0.030. This performance indicates that the university's control mechanisms are effectively mitigating a systemic risk present in its national context. A certain level of self-citation is natural, but the university successfully avoids disproportionately high rates that can signal scientific isolation or 'echo chambers.' This low score confirms that the institution's academic influence is validated by the global community rather than being oversized by internal dynamics.
The institution shows an exemplary profile with a Z-score of -0.339, positioning it in the very low-risk category and demonstrating a clear preventive isolation from the national trend, where the country has a medium-risk score of 0.237. This disconnection from the risk dynamics observed in its environment is a significant strength. It indicates that a robust due diligence process is in place for selecting dissemination channels, effectively protecting the institution from the severe reputational risks associated with 'predatory' or low-quality publishing practices and ensuring research resources are not wasted.
With a low-risk Z-score of -0.007, the university effectively counters the national trend, which sits at a medium-risk level of 0.337. This demonstrates institutional resilience, suggesting that internal policies or academic culture act as a filter against the systemic risk of authorship inflation. While extensive author lists are legitimate in 'Big Science' contexts, the university's low score indicates it successfully distinguishes between necessary massive collaboration and questionable 'honorary' authorship, thereby preserving individual accountability and transparency in its research output.
The institution maintains a low-risk Z-score of -0.202, showcasing its resilience against the medium-risk national average of 0.343. This favorable gap indicates that the university's scientific prestige is structurally sound and not overly dependent on external partners for impact. Unlike the national pattern, which suggests a risk of relying on collaborations where intellectual leadership is not exercised, the university's performance reflects strong internal capacity. This confirms that its excellence metrics are a result of genuine, home-grown research leadership, ensuring a sustainable model for scientific influence.
The university's Z-score of -0.749 places it in the low-risk category, demonstrating clear resilience against the national context, which shows a medium-risk average of 0.882. This suggests that the institution's environment mitigates the systemic pressures that can lead to extreme publication volumes. While high productivity can be legitimate, the university's low score indicates a culture that likely prioritizes quality and meaningful intellectual contribution over sheer quantity, thereby avoiding the risks of coercive authorship or other dynamics that prioritize metrics over the integrity of the scientific record.
The institution's Z-score of -0.268 is identical to the national average, placing both in the very low-risk category. This reflects a perfect integrity synchrony, showing total alignment with a national environment of maximum scientific security in this area. This shared commitment to avoiding excessive dependence on in-house journals is a strong positive signal. It demonstrates that the university, like its national peers, prioritizes independent external peer review and global visibility, effectively eliminating the conflicts of interest and risks of academic endogamy that can arise from using internal channels to bypass standard competitive validation.
The university's Z-score for redundant output is 0.287, which is higher than the national average of 0.186, though both fall within the medium-risk level. This suggests the institution has a higher exposure to this particular risk factor compared to its national environment. A high value alerts to the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity, a practice known as 'salami slicing.' This trend at the university warrants attention, as it can distort the available scientific evidence and overburden the review system by prioritizing volume over the generation of significant new knowledge.